aditya0589 opened a new pull request, #21124:
URL: https://github.com/apache/kafka/pull/21124

   This commit updates the existing Kafka definition to a more precise, 
technically grounded, and documentation-ready description. The new version 
provides clearer context on Kafka’s purpose, core capabilities, and role in 
modern data systems, improving onboarding for new contributors and enhancing 
the overall readability of our documentation.
   
   Motivation
   The previous definition, while correct, lacked depth and did not fully 
convey Kafka’s strengths as a distributed event-streaming platform. Clear and 
accurate documentation is essential for both internal developers and external 
users evaluating or onboarding to the project. This improvement ensures the 
definition better reflects Kafka’s architectural guarantees  scalability, 
durability, fault tolerance  and aligns with industry-standard terminology.
   
   What’s Changed
   1. Expanded the definition to emphasize real-time streaming, data ingestion, 
and distribution.
   2. Clarified Kafka’s operational guarantees (high throughput, durability, 
fault tolerance).
   3. Highlighted relevant use cases including data pipelines, streaming 
analytics, and event-driven architectures.
   
   
   Benefits
   1. Stronger first impression for new readers of the documentation.
   2. Aligns our description with modern Kafka usage practices and 
best-in-class technical narratives.
   3. Reduces ambiguity and sets a consistent conceptual foundation for further 
architectural explanations.
   
   Helps future contributors by providing clearer context up front.
   


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